Bridging the geometry of two parts of an object that were created separately
@LukeD is right.
You could in edit mode use select edge loop and dissolve edges(ctrl X) to decrease the number of edges of the armchair. Subdivide the lower edged parts to get more edges to work on. Try to conect these vertices now.